{"id":"https://openalex.org/W2010670047","doi":"https://doi.org/10.1145/2462456.2464453","title":"PROTEUS","display_name":"PROTEUS","publication_year":2013,"publication_date":"2013-06-25","ids":{"openalex":"https://openalex.org/W2010670047","doi":"https://doi.org/10.1145/2462456.2464453","mag":"2010670047"},"language":"en","primary_location":{"id":"doi:10.1145/2462456.2464453","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2462456.2464453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 11th annual international conference on Mobile systems, applications, and services","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088556682","display_name":"Qiang Xu","orcid":"https://orcid.org/0000-0001-6747-126X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qiang Xu","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021923956","display_name":"Sanjeev Mehrotra","orcid":"https://orcid.org/0009-0002-3893-8195"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjeev Mehrotra","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003217329","display_name":"Z. Morley Mao","orcid":"https://orcid.org/0000-0002-9844-2055"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhuoqing Mao","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100364768","display_name":"Jin Li","orcid":"https://orcid.org/0000-0001-9089-6418"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin Li","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088556682"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":8.5122,"has_fulltext":false,"cited_by_count":119,"citation_normalized_percentile":{"value":0.98044381,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"347","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7959283590316772},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.6321266889572144},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.621516227722168},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.5722755789756775},{"id":"https://openalex.org/keywords/voice-over-ip","display_name":"Voice over IP","score":0.5161853432655334},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.46864861249923706},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4533892273902893},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.45020782947540283},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4339929521083832},{"id":"https://openalex.org/keywords/transmission-delay","display_name":"Transmission delay","score":0.42198535799980164},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2662588953971863},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1707417070865631},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1270233392715454},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12027564644813538},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10211962461471558}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7959283590316772},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.6321266889572144},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.621516227722168},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.5722755789756775},{"id":"https://openalex.org/C171246234","wikidata":"https://www.wikidata.org/wiki/Q81945","display_name":"Voice over IP","level":3,"score":0.5161853432655334},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.46864861249923706},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4533892273902893},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.45020782947540283},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4339929521083832},{"id":"https://openalex.org/C108921912","wikidata":"https://www.wikidata.org/wiki/Q7834639","display_name":"Transmission delay","level":3,"score":0.42198535799980164},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2662588953971863},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1707417070865631},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1270233392715454},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12027564644813538},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10211962461471558},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2462456.2464453","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2462456.2464453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 11th annual international conference on Mobile systems, applications, and services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1497845820","https://openalex.org/W1591046224","https://openalex.org/W1594031697","https://openalex.org/W1944834740","https://openalex.org/W1979745145","https://openalex.org/W1982445646","https://openalex.org/W1997199577","https://openalex.org/W2002162204","https://openalex.org/W2003136305","https://openalex.org/W2020918158","https://openalex.org/W2024045435","https://openalex.org/W2055124819","https://openalex.org/W2065543370","https://openalex.org/W2067481044","https://openalex.org/W2080165082","https://openalex.org/W2090782608","https://openalex.org/W2095601656","https://openalex.org/W2096491646","https://openalex.org/W2096775840","https://openalex.org/W2099040451","https://openalex.org/W2103442193","https://openalex.org/W2106762878","https://openalex.org/W2116908050","https://openalex.org/W2117442167","https://openalex.org/W2121877077","https://openalex.org/W2123479795","https://openalex.org/W2132777427","https://openalex.org/W2134738198","https://openalex.org/W2139614748","https://openalex.org/W2143007523","https://openalex.org/W2145256800","https://openalex.org/W2149375806","https://openalex.org/W2153014083","https://openalex.org/W2156133547","https://openalex.org/W2163291653","https://openalex.org/W2169735804","https://openalex.org/W2170547076","https://openalex.org/W2589488234","https://openalex.org/W6843735874"],"related_works":["https://openalex.org/W2319456540","https://openalex.org/W2105499319","https://openalex.org/W2181592696","https://openalex.org/W2040586482","https://openalex.org/W2281518884","https://openalex.org/W1569281138","https://openalex.org/W2282107286","https://openalex.org/W3093571013","https://openalex.org/W1604152949","https://openalex.org/W2376837861"],"abstract_inverted_index":{"Real-time":[0],"communication":[1],"(RTC)":[2],"applications":[3,21,49,213],"such":[4,70,154],"as":[5,155],"VoIP,":[6],"video":[7,230],"conferencing,":[8],"and":[9,16,35,131,158,161,190,237],"online":[10],"gaming":[11,244],"are":[12],"flourishing.":[13],"To":[14,54],"adapt":[15],"deliver":[17],"good":[18],"performance,":[19,153],"these":[20,51],"require":[22],"accurate":[23,90],"estimations":[24],"of":[25,69,176,186,193,199,228],"short-term":[26,113],"network":[27,44,93,152,169],"performance":[28,45,59,81,94,114],"metrics,":[29],"e.g.,":[30],"loss":[31,178],"rate,":[32],"one-way":[33,159,195],"delay,":[34,160],"throughput.":[36],"However,":[37],"the":[38,112,124,129,132,138,174,187,191,200,217,224,239],"wide":[39],"variation":[40],"in":[41,115,120,242],"mobile":[42],"cellular":[43,116],"makes":[46],"running":[47],"RTC":[48,103,212],"on":[50,89,128],"networks":[52,117],"problematic.":[53],"address":[55],"this":[56,106],"issue,":[57],"various":[58],"adaptation":[60,87],"techniques":[61,71],"have":[62],"been":[63],"proposed,":[64],"but":[65],"one":[66],"common":[67],"problem":[68],"is":[72,83,118],"that":[73,101,110],"they":[74],"only":[75],"adjust":[76],"application":[77,232,245],"behavior":[78],"reactively":[79],"after":[80],"degradation":[82],"visible.":[84],"Thus,":[85],"proactive":[86],"based":[88],"short-term,":[91],"fine-grained":[92],"prediction":[95],"can":[96,208],"be":[97,209],"a":[98,143,180,229,243],"preferred":[99],"alternative":[100],"benefits":[102],"applications.":[104],"In":[105,220],"study,":[107],"we":[108,222],"show":[109],"forecasting":[111],"possible":[119],"part":[121],"due":[122],"to":[123,166,214,235,248],"channel":[125],"estimation":[126],"scheme":[127],"device":[130],"radio":[133],"resource":[134],"scheduling":[135],"algorithm":[136],"at":[137],"base":[139],"station.":[140],"We":[141,203],"develop":[142],"system":[144],"interface":[145],"called":[146],"PROTEUS,":[147],"which":[148],"passively":[149],"collects":[150],"current":[151],"throughput,":[156],"loss,":[157],"then":[162],"uses":[163],"regression":[164],"trees":[165],"forecast":[167],"future":[168],"performance.":[170],"PROTEUS":[171,207],"successfully":[172],"predicts":[173],"occurrence":[175,192],"packet":[177],"within":[179],"0.5s":[181],"time":[182,188,201],"window":[183],"for":[184,197],"98%":[185],"windows":[189],"long":[194],"delay":[196,241],"97%":[198],"windows.":[202],"also":[204],"demonstrate":[205],"how":[206],"integrated":[210],"with":[211],"significantly":[215],"improve":[216],"perceptual":[218,240],"quality.":[219],"particular,":[221],"increase":[223],"peak":[225],"signal-to-noise":[226],"ratio":[227],"conferencing":[231],"by":[233,246],"up":[234,247],"15dB":[236],"reduce":[238],"4s.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}